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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Advanced Thermodynamics and Statistical Mechanics
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

979 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
979 works in the cohort · of 4,299,418page 12 of 20

Labels cover 0 of 979 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 979 of 979 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Big Ideas and Dissipative Effects
Peter S. Hlebowitsh
2014· article· en· Journal of the Canadian Association for Curriculum Studies· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Local additivity revisited
Mary Beth Ruskai, Jon Yard
2023· article· en· Journal of Mathematical Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Multiscale theory
Miroslav Grmela
2023· article· en· Journal of Non-Equilibrium Thermodynamics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
The Kneser–Poulsen Phenomena for Entropy
Gautam Aishwarya, Dongbin Li
2025· article· en· International Mathematics Research Notices· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Transition events in one dimension
Ramón Crehuet, Martin J. Field, E. Pellegrini
2004· article· en· Physical Review E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Can quantum control modify thermodynamic behavior?
David Gelbwaser-Klimovsky, Noam Erez, Robert Alicki, Gershon Kurizki
2013· article· en· Canadian Journal of Chemistry· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Thermodynamics Fundamentals
Arthur D. Pelton
2018· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Entropy Maximization and Species Abundance
Bill Shipley
2009· book-chapter· en· Encyclopedia of Complexity and Systems Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Principles of Lagrangian Field Theory
Rainer Dick
2020· book-chapter· en· Graduate texts in physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Bridging physics and biology
Quan‐Xing Liu, Max Rietkerk, P.M.J. Herman, Theunis Piersma, John M. Fryxell, Johan van de Koppel
2016· review· en· Physics of Life Reviews· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
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